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Lag-Specific Transfer Entropy for Root Cause Diagnosis and Delay Estimation in Industrial Sensor Networks

Industrial plants now stream thousands of temperature, pressure, flow rate, and composition measurements at minute-level intervals. These multi-sensor records often contain variable transport or residence time delays that hinder accurate disturbance analysis. This study applies lag-specific transfer...

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Principais autores: Rui Chen, Shu Liang, Jian-Guo Wang, Yuan Yao, Jing-Ru Su, Li-Lan Liu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-06-01
Serier:Sensors
Fag:
industrial sensors
lag-specific transfer entropy
root cause diagnosis
time delay
causality analysis
Online adgang:https://www.mdpi.com/1424-8220/25/13/3980
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